Content: Body
Rewrite the output of this field:
<a href=”[field_pdf_file]”>[body]</a>

Hope this helps.
Using the “URL to file” formatter is the key thing to remember.
PDF file will need to appear before the Body in the fields list (so that the [field_pdf_file] token is available to the Body).